Search Results for author: Wenxian Yang

Found 8 papers, 6 papers with code

SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction

no code implementations11 Apr 2024 Ying Chen, Jiajing Xie, Yuxiang Lin, Yuhang Song, Wenxian Yang, Rongshan Yu

SurvMamba is implemented with a Hierarchical Interaction Mamba (HIM) module that facilitates efficient intra-modal interactions at different granularities, thereby capturing more detailed local features as well as rich global representations.

Survival Prediction whole slide images

End-to-End Autonomous Driving through V2X Cooperation

2 code implementations31 Mar 2024 Haibao Yu, Wenxian Yang, Jiaru Zhong, Zhenwei Yang, Siqi Fan, Ping Luo, Zaiqing Nie

Cooperatively utilizing both ego-vehicle and infrastructure sensor data via V2X communication has emerged as a promising approach for advanced autonomous driving.

Autonomous Driving

RCooper: A Real-world Large-scale Dataset for Roadside Cooperative Perception

1 code implementation15 Mar 2024 Ruiyang Hao, Siqi Fan, Yingru Dai, Zhenlin Zhang, Chenxi Li, Yuntian Wang, Haibao Yu, Wenxian Yang, Jirui Yuan, Zaiqing Nie

The value of roadside perception, which could extend the boundaries of autonomous driving and traffic management, has gradually become more prominent and acknowledged in recent years.

3D Object Detection 3D Object Tracking +1

Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction

1 code implementation29 Feb 2024 Hao Li, Ying Chen, Yifei Chen, Wenxian Yang, Bowen Ding, Yuchen Han, Liansheng Wang, Rongshan Yu

It is designed to enhance the model's generalizability by leveraging the interaction between localized visual patterns and fine-grained pathological semantics.

Image Classification Language Modelling +3

Learning Cooperative Trajectory Representations for Motion Forecasting

2 code implementations1 Nov 2023 Hongzhi Ruan, Haibao Yu, Wenxian Yang, Siqi Fan, Yingjuan Tang, Zaiqing Nie

Specifically, we present V2X-Graph, the first interpretable and end-to-end learning framework for cooperative motion forecasting.

Motion Forecasting

QUEST: Query Stream for Practical Cooperative Perception

1 code implementation3 Aug 2023 Siqi Fan, Haibao Yu, Wenxian Yang, Jirui Yuan, Zaiqing Nie

In this paper, we propose the concept of query cooperation to enable interpretable instance-level flexible feature interaction.

V2X-Seq: A Large-Scale Sequential Dataset for Vehicle-Infrastructure Cooperative Perception and Forecasting

1 code implementation CVPR 2023 Haibao Yu, Wenxian Yang, Hongzhi Ruan, Zhenwei Yang, Yingjuan Tang, Xu Gao, Xin Hao, Yifeng Shi, Yifeng Pan, Ning Sun, Juan Song, Jirui Yuan, Ping Luo, Zaiqing Nie

Utilizing infrastructure and vehicle-side information to track and forecast the behaviors of surrounding traffic participants can significantly improve decision-making and safety in autonomous driving.

Autonomous Driving Decision Making +1

Oceanic Eddy Identification Using an AI Scheme

no code implementations Remote Sensing 2019 Guangjun Xu, Cheng Cheng, Wenxian Yang, Wenhong Xie, Lingmei Kong, Renlong Hang, Furong Ma, Changming Dong, Jingsong Yang

Oceanic eddies play an important role in global energyand material transport, and contribute greatly to nutrient and phytoplankton distribution.

Scene Parsing

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